Tool-Calling

AI that follows your playbook, every time.

Our agents use scalable, deterministic tools and transparent company logic to deliver reliable results without repeated prompting or unpredictable calculations.

Repeatable from day one

The same request follows the same governed process, regardless of who asks.
AI with guardrails

Agents know which approved tools to call while critical calculations remain deterministic.
Your logic, your access rules

Apply exact KPIs and control which team members can use each agent and tool.

Deterministic tools

Serious workflows should not depend on prompt luck

We go beyond exposing capabilities through MCP and leaving the rest to AI. We build scalable tools that execute defined analytics processes instead of asking a model to improvise every step.

Repeatable execution: approved inputs follow the same calculation and processing logic every time.
No hallucinated calculations: critical values are produced by defined tools rather than invented in a model response.
Reliable at team scale: workflows work consistently for every authorized user from day one.
No prompt rebuilding: your team does not need to repeatedly explain the same process and hope for the same result.

AI coordinates the work. Deterministic tools perform the critical calculations.

Guardrailed agents

The right tool, called in the right context

Our agents know which tools are available, when each tool should be used, and which inputs are required to produce a dependable result.

Defined tool choice: agents operate within an approved set of capabilities rather than inventing a workflow.
Controlled inputs: tools receive structured parameters instead of relying on free-form interpretation for critical steps.
Grounded outputs: calculations and recommendations use your reconciled data and exact KPI definitions.

Guardrails reduce free-form model behaviour where consistency and accuracy matter most.

Transparent company logic

Your business rules stay visible and manageable

Each tool instance can carry the formulas, thresholds, mappings, and decision rules that reflect how your company measures performance.

Exact KPI definitions: your formulas are applied consistently rather than reinterpreted in every conversation.
Instance-level configuration: logic can be tailored for a brand, market, team, or workflow.
Transparent management: business rules remain explicit and can be reviewed or updated as requirements change.

The logic behind an answer is managed as part of the tool, not hidden inside a prompt.

Access and sharing

Give every team the environment it actually needs

You decide which team members can access specific agents, tools, data, and outputs, including limited environments shared with other teams.

Role-appropriate access: users receive only the agents and tools relevant to their responsibilities.
Limited shared environments: selected agentic capabilities can be made available without exposing the complete setup.
One governed foundation: internal and shared environments can use the same approved logic and KPI definitions.

Scale access without giving up control over data, logic, or available actions.

Tool templates

Proven starting points, tailored to your setup

Our templates accelerate common analytics workflows while leaving room for your data model, KPIs, rules, and output requirements.

Insights generation: identify meaningful performance changes and explain the drivers behind them.
Budget recommendations: produce recommendations using your constraints and KPI definitions.
Trend analysis: detect developments such as creative fatigue using consistent evaluation logic.
Interpretation and reporting: turn governed data into clear analysis and repeatable stakeholder outputs.

Start with an established workflow, then tailor the logic to the way your team works.