# Attercop — Full Reference > AI consultancy specialising in production-ready AI systems for private equity firms, portfolio companies, professional services firms, and life sciences organisations. Knowledge-first approach with 100-day transformations. For a concise overview, see https://www.attercop.com/llms.txt ## About Attercop is a London and Brighton AI consultancy that commenced operations in 2023. We combine deep technical expertise (data scientists, former CTOs, AI researchers) with an understanding of PE timelines and value creation imperatives. Our sole focus is AI — it is our DNA, not a pivoted service line. We serve PE funds, their portfolio companies, mid-market professional services firms (15–200 people), life sciences organisations, and growth-stage businesses across the UK and EU. ## The Attercop Platform The Attercop Platform is an operational intelligence platform delivered as a managed service. It connects a firm's existing operational systems (CRM, resource planning, finance, HR, documents, calendar, communication) into a unified canonical data layer, makes that data queryable in natural language, and deploys governed AI agents that earn autonomy through proven performance. ### Three Layers of Value **Layer 1 — Integrated Management Information:** Source systems connected through automated pipelines into a single canonical data layer. Records resolved across systems through identity resolution. Unified dashboards that update from live data. Cross-system reporting without manual reconciliation. **Layer 2 — Natural Language Access:** A conversational interface over the unified data. Ask questions in plain English and get answers drawn from structured records, semantic search across documents, and the entity graph simultaneously. Available in the Platform's built-in chat interface or via MCP in Claude Desktop, CoPilot, and other AI tools. **Layer 3 — Governed Agent Framework:** AI agents that observe, suggest, and act on operational data within explicit governance bounds. Meeting briefings, timesheet drafts, pipeline monitoring, KPI tracking. Every agent operates at an explicit trust level (observe, suggest, act, orchestrate) and earns autonomy incrementally. Every action is logged. ### Platform Architecture The Platform is built on four layers: 1. **Data Foundation:** Raw ingestion from source systems via automated sync pipelines. Staging, transformation, and analytical models. Connectors for CRM (Salesforce, Pipedrive, HubSpot), resource planning (Forecast, Kantata), finance (Xero, Sage, QuickBooks), HR (BreatheHR, HiBob), document management (Google Drive, SharePoint, OneDrive), calendar (Google Calendar, Outlook), and communication (Slack, Teams). 2. **Knowledge Layer:** Canonical entities and identity resolution. Property graph of relationships. Vector store for semantic search. A question like "show me everything related to this client" returns deals, engagements, team allocations, invoices, documents, and meeting notes in a single traversal. 3. **Governance:** Fine-grained role-based access control. Full audit trails. Agent performance dashboards. Decision traces. Progressive autonomy at four levels: observe, suggest, act with audit, orchestrate. Tool Registry for governed outbound writes. 4. **Agent Framework:** Specialist agents that observe, suggest, and act within governance bounds. Orchestration for multi-agent workflows. Memory for short-term task context and long-term knowledge. Progressive trust model. **Key architectural principle:** Deterministic infrastructure (layers 1-2) separated from probabilistic reasoning (layer 4). All consumers go through the governance layer. **Open platform:** MCP (Model Context Protocol) for AI tool integration. A2A (Agent-to-Agent Protocol) for external agent orchestration. Both governed by the Linux Foundation's Agentic AI Foundation. ### Agent Capabilities Example agents built, tested, and available as templated capabilities. Custom governed agents can be constructed rapidly for any defined use case. - **Meeting briefing agent** (PS & PE): Assembles client briefings before meetings from CRM, finance, resource planning, documents, and meeting history. Delivered to email or Slack. - **Proposal & communication drafting** (PS): Drafts proposals informed by client history, previous proposals, engagement terms, case studies, and communication preferences. - **IC memo preparation** (PE): Assembles investment committee memos from deal thesis, portfolio company performance, KPIs, board materials, and historical deal context. - **Client onboarding & triage** (PS): Initiates onboarding by assembling compliance documentation, running conflict checks, pulling relevant precedent, and creating project structures. - **Timesheet draft agent** (PS): Drafts timesheets from calendar entries, project allocations, and meeting attendance. Review and submit workflow. - **Portfolio monitoring & LP reporting** (PE): Normalises metrics across portfolio companies. Assembles LP quarterly narrative sections from board materials and financial data. - **Document review & compliance** (PS & PE): Scans contracts against compliance requirements and historical precedent. Flags non-standard terms. - **Institutional memory** (PS & PE): Captures decision context as a by-product of daily operations. Semantic search across accumulated institutional knowledge. - **KPI tracking & anomaly detection** (PS & PE): Operational KPIs from live data. Trend analysis and anomaly detection. Managed Metabase dashboards. - **Company data in your AI tools** (PS & PE): MCP integration makes operational data available in Claude Desktop, CoPilot, and other AI tools. ### Deployment Model Delivered as a managed service. No internal data engineering or AI team required. - **Weeks 1-2 (Rapid deploy):** Connect priority source systems. Initial data flows. Chat interface live on real data. First unified views and dashboards. - **Weeks 2-6 (Systematic integration):** All systems connected. Entity resolution extended. Document corpus indexed. MCP connections established. Full MI layer. - **Weeks 4-8 (Agent deployment):** Initial agents in observe-and-suggest mode. Email briefings, Slack notifications, dashboard alerts. All outputs require human review. - **Ongoing (Governed autonomy):** Agents that have proven reliable earn expanded permissions within governance bounds. Full audit trails. Revocable at any time. **Timelines:** Simple deployment (3-5 systems): 4-6 weeks to full capability. Complex deployment (5+ systems): 8-12 weeks. Real data and cross-system answers within the first fortnight in both cases. **Pricing:** For firms generating £10m-£50m in revenue, the Platform typically sits at 0.2%-1.2% of turnover. ### Platform for Professional Services Connects CRM, resource planning, finance, HR, and document management. Addresses: 30% of working day spent searching for information, 1,200+ application switches per professional per day, 42% of institutional knowledge residing solely with individuals. The longer the platform runs, the smarter the firm becomes — institutional memory compounds. ### Platform for Private Equity Two value tracks: (1) PE firm operations — relationship mapping, deal intelligence, portfolio monitoring, institutional memory across fund cycles. (2) Portfolio company value creation lever — deploy as part of 100-day plan, managed service requiring no internal tech team. Cross-portfolio learning accelerates each deployment. ## Services - **AI Strategy & Roadmap**: Board-ready AI strategies aligned with investment thesis and business objectives. From opportunity assessment through to implementation planning. - **Knowledge Engineering**: Building knowledge graphs, ontologies, and hybrid retrieval systems (RAG) that turn unstructured data into queryable, governed knowledge. - **Agentic AI**: Designing and deploying autonomous AI agent frameworks. Agents that observe, suggest, and act — earning autonomy through proven performance. - **AI Governance & Assurance**: Shadow AI discovery, EU AI Act compliance, GDPR readiness, and portfolio-wide risk aggregation. Live governance intelligence via the APAG platform. - **Conversational AI**: Production virtual assistants and natural language interfaces grounded in enterprise knowledge. ## For Private Equity AI services for PE firms and their portfolio companies, delivered at two levels: ### For Your Firm — PE Operational Intelligence The Attercop Platform connects a PE firm's deal CRM, fund accounting, portfolio monitoring, shared drives, and communications into a unified knowledge graph. Three layers: (1) connected knowledge with identity resolution across all sources, (2) natural language access for querying across systems, (3) governed agents for IC preparation, portfolio monitoring, LP reporting, and institutional continuity. Delivered as a managed service. ### For Your Portfolio — Across the Investment Lifecycle - **AI Due Diligence**: Two-tier AI technical due diligence (1-2 week Diagnostic and 2+ week Full DD) assessing data quality, model robustness, and existential dependencies. - **First 100 Days**: Portfolio company AI strategy (Weeks 1-4), then lighthouse delivery via the Attercop Platform (Weeks 5-12). - **Value Creation**: The Attercop Platform — a managed operational intelligence platform with unified data layer, natural language querying, knowledge engineering, and governed agents. Cross-portfolio learning. - **Exit Preparation**: The Platform produces audit trails, governance documentation, and deployment metrics for Gold Standard positioning. 15+ PE firms served. 50+ deals advised. 30+ AI TDDs delivered. ## For Professional Services The Attercop Platform connects CRM, resource planning, finance, HR, and document management into a single queryable platform, then deploys governed AI agents that earn autonomy through proven performance. Delivered as a managed service — no technical team required. ## For Life Sciences Specialist AI consulting for pharma, MedTech, CDOs, and healthcare organisations. We transform complex biological and clinical data into competitive advantage through knowledge engineering, hybrid retrieval, and governed agentic automation. ## Case Study A specialist PE advisory consultancy with 20+ staff deployed the Attercop Platform. The deployment progressed through the first two phases (connected data and natural language access) and is now running governed agents in production. Five source systems connected, 2,200+ records resolved into canonical identities, 1,000+ documents indexed with semantic search, 350+ natural language queries per month. ## Key Pages - Homepage: https://www.attercop.com - Platform: https://www.attercop.com/platform - Platform Use Cases: https://www.attercop.com/platform/use-cases - How It Works: https://www.attercop.com/platform/how-it-works - Platform for Professional Services: https://www.attercop.com/platform/for-professional-services - Platform for Private Equity: https://www.attercop.com/platform/for-private-equity - Platform Architecture: https://www.attercop.com/platform/architecture - Services overview: https://www.attercop.com/services - Knowledge Engineering: https://www.attercop.com/services/knowledge-engineering - Agentic AI: https://www.attercop.com/services/agentic-ai - AI Governance: https://www.attercop.com/services/ai-governance - AI Strategy & Roadmap: https://www.attercop.com/services/ai-strategy-roadmap - Conversational AI: https://www.attercop.com/services/conversational-ai - For PE Firms: https://www.attercop.com/for-pe-firms - For Professional Services: https://www.attercop.com/for-professional-services - For Businesses: https://www.attercop.com/for-businesses - For Life Sciences: https://www.attercop.com/for-life-sciences - AI Threads (blog): https://www.attercop.com/threads - About: https://www.attercop.com/about - Contact: https://www.attercop.com/contact ## Resources - PE AI Playbook: https://www.attercop.com/resources/pe-ai-playbook — A practical guide to AI strategy, due diligence, and portfolio value creation for private equity firms. - PS Whitepaper: https://www.attercop.com/for-professional-services/whitepaper — "Trust, Then Autonomy: How Professional Services Firms Should Deploy AI Agents." - Case Study: https://www.attercop.com/for-professional-services/case-study — How a PE advisory consultancy deployed the Attercop Platform. ## Contact - Email: hello@attercop.com - Website: https://www.attercop.com/contact - Location: London and Brighton, UK