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import type { Db } from "@paperclipai/db";
import {
agentKpis,
agentKpiObservations,
agentExperiments,
agents,
} from "@paperclipai/db";
export function kpiAnalyticsService(db: Db) {
return {
async getCompanyAnalytics(companyId: string) {
// Get all agents in the company
const companyAgents = await db
.select({ id: agents.id, name: agents.name })
.from(agents)
.where(eq(agents.companyId, companyId));
const agentSummaries = [];
for (const agent of companyAgents) {
const kpis = await db
.select()
.from(agentKpis)
.where(eq(agentKpis.agentId, agent.id))
.orderBy(desc(agentKpis.createdAt))
.limit(20);
if (kpis.length === 0) {
agentSummaries.push({
agentId: agent.id,
agentName: agent.name,
totalRuns: 0,
completionRate: null,
avgSelfAssessment: null,
avgCostCents: null,
totalCostCents: 0,
avgDurationSeconds: null,
avgErrors: null,
});
continue;
}
const withCompletion = kpis.filter((k) => k.taskCompleted != null);
const completionRate =
withCompletion.length > 0
? withCompletion.filter((k) => k.taskCompleted).length / withCompletion.length
: null;
const avgOf = (getter: (k: (typeof kpis)[0]) => number | null | undefined) => {
const vals = kpis.map(getter).filter((v): v is number => v != null);
return vals.length > 0 ? vals.reduce((a, b) => a + b, 0) / vals.length : null;
};
const totalCost = kpis.reduce((sum, k) => sum + (k.costCents ?? 0), 0);
agentSummaries.push({
agentId: agent.id,
agentName: agent.name,
totalRuns: kpis.length,
completionRate,
avgSelfAssessment: avgOf((k) => k.selfAssessmentScore),
avgCostCents: avgOf((k) => k.costCents),
totalCostCents: totalCost,
avgDurationSeconds: avgOf((k) => k.durationSeconds),
avgErrors: avgOf((k) => k.errorsEncountered),
});
}
return {
companyId,
agentCount: companyAgents.length,
agents: agentSummaries,
agentTrends: agentSummaries.map((a) => ({
agentId: a.agentId,
agentName: a.agentName,
completionRate: a.completionRate,
avgCostCents: a.avgCostCents,
avgDurationSeconds: a.avgDurationSeconds,
totalRuns: a.totalRuns,
})),
};
},
async createObservation(data: {
companyId: string;
observerType: "ceo_agent" | "board_human";
observerAgentId?: string | null;
observerUserId?: string | null;
observation: string;
agentIds?: string[];
actionTaken?: boolean;
actionNotes?: string | null;
}) {
const [obs] = await db
.insert(agentKpiObservations)
.values({
companyId: data.companyId,
observerType: data.observerType,
observerAgentId: data.observerAgentId ?? null,
observerUserId: data.observerUserId ?? null,
observation: data.observation,
agentIds: data.agentIds ?? [],
actionTaken: data.actionTaken ?? false,
actionNotes: data.actionNotes ?? null,
})
.returning();
return obs;
},
async listObservations(companyId: string) {
return db
.select()
.from(agentKpiObservations)
.where(eq(agentKpiObservations.companyId, companyId))
.orderBy(desc(agentKpiObservations.createdAt));
},
async deleteObservation(id: string) {
const [deleted] = await db
.delete(agentKpiObservations)
.where(eq(agentKpiObservations.id, id))
.returning();
return deleted;
},
async listExperiments(agentId: string) {
return db
.select()
.from(agentExperiments)
.where(eq(agentExperiments.agentId, agentId))
.orderBy(desc(agentExperiments.createdAt));
},
async createExperiment(data: {
agentId: string;
companyId: string;
hypothesis: string;
approachA: string;
approachB: string;
taskType?: string | null;
}) {
const [experiment] = await db
.insert(agentExperiments)
.values({
agentId: data.agentId,
companyId: data.companyId,
hypothesis: data.hypothesis,
approachA: data.approachA,
approachB: data.approachB,
taskType: data.taskType ?? null,
status: "running",
})
.returning();
return experiment;
},
async updateExperiment(
experimentId: string,
data: {
status?: "running" | "concluded";
winningApproach?: string | null;
runsA?: number;
runsB?: number;
kpiResultsA?: Record<string, unknown>;
kpiResultsB?: Record<string, unknown>;
changeNotes?: string | null;
concludedAt?: Date | null;
},
) {
const [updated] = await db
.update(agentExperiments)
.set(data)
.where(eq(agentExperiments.id, experimentId))
.returning();
return updated;
},
async deleteExperiment(experimentId: string) {
const [deleted] = await db
.delete(agentExperiments)
.where(eq(agentExperiments.id, experimentId))
.returning();
return deleted;
},
};
}
|