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AI CRM Intelligence

AI that reads what actually happened, and keeps the CRM honest about it.

After every call, email, meeting or form submission, the AI reads what actually happened, extracts the facts that matter, and works out which record they belong to — then updates the CRM itself, flagging anything ambiguous or high-impact for a person to confirm rather than guessing. It's not a sync job copying fields between systems; it's reading unstructured activity — notes, transcripts, message threads — and turning it into accurate, structured CRM data your team never had to type.

The workflow

CRM data decays quickly when someone has to read what happened and manually decide what to type where. Fields go stale, duplicate records pile up, and pipeline reporting becomes something people quietly stop trusting — not because the CRM is a bad tool, but because keeping it honest was always a manual, easy-to-skip task.

How the AI reads activity and keeps a CRM record current

Where it fits

Illustrative applications across common business functions — not a list of confirmed client deployments.

Automatic CRM updates from calls and emailsLead and account data enrichmentDuplicate and data-quality cleanupActivity logging without manual entryPipeline hygiene and stage validationTerritory and ownership reconciliation
From manual to measurable.

Before

  • Reps read their own notes and re-type them into the CRM after the fact
  • Duplicate and stale records accumulate
  • Pipeline reports don't reflect reality
  • Follow-up depends on individual habits
  • Data quality varies by rep
→

After

  • AI reads calls, emails and meetings and extracts the facts itself
  • Records matched, validated and de-duplicated automatically
  • Sensitive fields wait for a quick human confirmation
  • Pipeline reporting stays trustworthy
  • Data quality holds regardless of individual habits

How we deliver it

01

Understand

We map your process, systems, data and objectives — and where a person is currently doing work an AI could understand and reason over instead.

02

Design

We design what the AI needs to understand, decide and act on, and where a person stays in the loop.

03

Build & Integrate

We build the AI's reasoning around your business rules and connect it to the systems it needs to read from and act on.

04

Deploy & Enable

We test the AI against real cases, deploy it, and help your team adopt the new workflow.

05

Measure & Improve

We monitor outcomes and the AI's decisions, identify bottlenecks, and improve the solution as your needs evolve.

What changes for your team?

Less manual CRM entry
Cleaner, de-duplicated records
Decisions grounded in what actually happened
Better pipeline visibility
Faster follow-up
Consistent data quality

These are value dimensions we design for, not guaranteed figures. Any metric shown elsewhere is illustrative unless labelled as based on client or project data.

The AI reads what actually happened and keeps the CRM honest about it — asking for a quick confirmation only on the fields that matter most.

Works with your systems

SalesforceHubSpotDynamicsZohoMicrosoft 365OutlookCustom APIs

Configured for your business

We configure this solution around the way your organisation already operates.

Field mappingValidation rulesMatching logicFields requiring confirmation before updateReporting

Technology that fits your environment.

We combine modern AI frameworks such as LangChain, LangGraph, LlamaIndex, PydanticAI and agent frameworks with FastAPI, vector databases, guardrails and evaluation tooling, alongside enterprise platforms including Appian, Camunda, Power Apps, Power Automate, n8n and Zapier to build production-ready AI solutions.

AI frameworks & agents
LangChain, LangGraph, LlamaIndex, PydanticAI, Agent frameworks
Engineering & AI infrastructure
FastAPI, Vector databases, Evaluation tooling, Python, Open models
Governance & guardrails
AI governance, Guardrails, Evaluation, Monitoring, Human review
Enterprise platforms
Appian, Camunda, Power Apps, Power Automate
Automation platforms
n8n, Zapier

Talk through your process.

We'll come prepared with ideas for where we can help.

See AI CRM intelligence for your stack